The sub-Gaussianity condition above is equivalent to the following tail bound [1]}:
\(\mathbb {P}\left(|X|>\epsilon \right) \le 2 \exp \left(\frac{\epsilon ^2}{2\nu ^2}\right), \textrm { for any }\epsilon >0.\) 
